Airbus has unveiled a version of its popular H145 helicopter that flies completely without a pilot. The new U145 removes the cockpit to create space for cargo and mission equipment while adding full autonomy through sensors and artificial intelligence.
Designers at Airbus Helicopters began with the H145, a helicopter that has already been used in EMS, law enforcement, and offshore work across the world. They built on the core H145 structure, with the same twin engines and performance as the original. You can’t disagree with over 1,800 of these things flying about, as that’s 8 million plus hours of real-world testing, indicating the U145 has a solid base on which to build reliability.
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Airbus made the most significant change in the front, removing the cockpit and installing large clamshell doors, a fold-down loading table, and a reinforced cargo deck while leaving the regular rear doors and side doors intact. This converts the nose of the vehicle into the main loading area, making it easy to transport large, heavy items in rugged or remote regions.
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The power is still provided by two Safran Arriel 2E engines, although they are now fully digitally controlled. The maximum takeoff weight remains at 3,800 kg, and like with all H145s, it is known for being extremely quiet and environmentally friendly. The U145 relies only on sensors and artificial intelligence. Sensors send data into AI algorithms, allowing the aircraft to fly autonomously and complete any mission required. Airbus designed this thing without considering a human crew because the entire concept revolved around it flying on its own.
Cargo delivery is the primary use for both civilian and military users, but the modular design allows it to be utilized for disaster relief, firefighting, surveillance, and even armed scouting. Airbus is also considering employing the U145 as a “mothership” for launching air-launched effects with MBDA, and there is considerable work being done on crewed and uncrewed teaming.
This is the second time Airbus has converted a crewed helicopter into an unmanned system; the VSR700, based on the Cabri G2, has been operational with the French navy for some time. Lessons from that experiment helped them improve the U145 significantly. The first test flights will take place later in 2026, with a safety pilot on board, and it should be ready for operation in the early 2030s. Airbus will collaborate with some specialist partners to improve autonomous capabilities and expand the entire ecosystem for uncrewed aerial aircraft across Europe. [Source]
Although life tends to find a way, something first has to kickstart said lifeforms. Exactly how the first biological cells formed on Earth – and potentially on other worlds – remains an enduring mystery. Some theories point to the early Earth’s surface conditions as a viable laboratory for the self-assembly of the first viable membranes, RNA, DNA and associated molecular machinery, while seeding of the Earth’s primitive atmosphere by sugars and other precursors from asteroids and kin is required in other theories.
Recently [Izaskun Jiménez-Serra] et al. added to this debate with the reported detection of four-carbon sugars in the form of erythrulose in the interstellar medium. Using the 40 meter radio telescope at Yebes and the 30 meter radio telescope at Granada the signatures of this sugar was detected in a molecular cloud near the center of the Milky Way.
These sugars likely form on these interstellar dust grains from more basic two-carbon aldehydes and alcohols, with them providing conceivably a source of energy for early metabolic processes of developing lifeforms. This specific type of sugar is highly prevalent in Earth’s fruits, and thus its prevalence in interstellar space is at the very least an interesting coincidence, if not another puzzle piece in the overarching question of abiogenesis.
An anonymous reader quotes a report from TechCrunch: Hackers are breaking into websites that run vulnerable versions of the popular blogging software WordPress, according to several cybersecurity firms. One estimate puts the number of vulnerable WordPress websites at tens of millions as of Monday. Last week, WordPress patched two critical security flaws, urging people who run its software on their websites to update it “immediately.” The vulnerabilities are so severe that WordPress enabled forced updates where possible. Since then, cybersecurity companies Patchstack, Hexastrike, and WatchTowr have all warned that hackers are exploiting the vulnerabilities in the wild, meaning they are taking over websites that are still running susceptible versions of WordPress.
It’s unclear how many WordPress-powered websites on the internet are at risk, but it’s possible to make some educated guesses. The vulnerable versions of WordPress are 6.9.0 through 6.9.4, and 7.0.0 to 7.0.1. According to WordPress’ official stats, there are more than 400 million websites that run those flawed versions, although these statistics likely don’t reflect websites that have recently been patched. Cybersecurity consultant Daniel Card, who told TechCrunch that he looked at a sample of around 3,500 WordPress websites, estimates that less than 15% are vulnerable. Applying Card’s projection across the total population of WordPress websites on the internet, the total figure would still be around 90 million. […] One of the critical WordPress bugs was found and reported by Adam Kues of cybersecurity firm Searchlight Cyber, which dubbed it WP2Shell. Paired with the other bug, hackers can take full remote control of vulnerable websites.
The accessibility feature was teased back in April.
Amazon
Adaptive Display is rolling out to the Fire TV Stick HD today. Amazon alerted us that this accessibility feature, which it mentioned during its April preview event, is now available for the latest model of its streaming dongle.
The Adaptive Display setting resizes both text and UI elements on screen for optimal readability, while keeping any images or key art proportionally scaled. Multiple sizing options are available so a user can get the best experience for their eyes and brain. Adaptive Display seemed like one of the more notable improvements for this latest Fire TV model, which also boasts a more streamlined form factor and some additional Alexa+ integrations.
Amazon showed off its overhaul of the entire Fire TV UI during CES 206, followed soon after by a rollout in February. Adaptive Display should be able to help more viewers take full advantage of that revamped experience.
The line between your smartphone and your car continues to blur. Volvo has announced that it is rolling out an over-the-air software update that brings Apple Music directly to the infotainment systems of more than 2 million vehicles worldwide. Instead of relying on Apple CarPlay or plugging in an iPhone, eligible drivers will be able to stream music natively from their car’s built-in system, making Apple Music another integrated feature of Volvo’s software experience.
The update is arriving for a wide range of Volvo models, including the EX90, ES90, XC90, S90, V90, XC60, S60, V60, XC40, EX40 and EC40, covering model year 2020 onwards. Availability, however, may vary depending on the vehicle.
At first glance, adding another music streaming app may not sound particularly significant. But it highlights how modern cars are increasingly being treated like connected computing platforms, where new features arrive through software updates rather than requiring new hardware.
Apple Music becomes a built-in part of the driving experience
The biggest advantage of native Apple Music support is convenience. Drivers no longer need to connect an iPhone through Apple CarPlay or Bluetooth just to access their playlists. Once signed in, they can browse Apple’s catalogue of more than 100 million songs directly from the vehicle’s infotainment display, creating a more seamless experience during everyday commutes and long road trips.
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Volvo
To celebrate the rollout, Volvo is also offering promotional access to Apple’s streaming service. Customers who are new to Apple Music can receive up to three months free, while eligible returning subscribers who have been away from the service for at least one month can claim two months free. The offer remains available until July 6, 2027.
Some of Volvo’s premium electric vehicles also receive an audio upgrade. The EX60, EX90 and ES90 will support Spatial Audio with Dolby Atmos when equipped with the optional Bowers & Wilkins sound system, allowing compatible Apple Music tracks to be played in immersive surround sound. Volvo also says the newly launched EX60 will ship with Apple Music pre-installed when deliveries begin later this year.
Cars are becoming software platforms, not just vehicles
This announcement is about far more than music streaming. Over-the-air updates have fundamentally changed how automakers deliver new features. What once required a dealership visit can now arrive overnight through a software download. Tesla popularized this approach years ago, and traditional manufacturers have steadily followed by treating vehicles more like smartphones that continue evolving after purchase.
Volvo
For Apple, the partnership extends the reach of its services business beyond phones, tablets and computers. For Volvo, it strengthens its growing reputation as a software-first automaker, particularly as it continues building vehicles around Google’s Android Automotive platform.
Consumers also stand to benefit. Native apps reduce dependence on smartphones, simplify the driving experience, and make infotainment systems feel less like accessories and more like an integrated part of the vehicle.
As software becomes one of the biggest differentiators in the automotive industry, partnerships like this are likely to become increasingly common. The next major upgrade to your car may not involve a more powerful engine or a larger battery. It may simply arrive while your car is parked overnight.
We spend hours testing every product or service we review, so you can be sure you’re buying the best. Find out more about how we test.
Turtle Beach Command Series KB7: one-minute review
Want a high-performing gaming keyboard with an integrated touchscreen for streaming and seamless customization? Then the Turtle Beach Command Series KB7 could be exactly what you’re looking for.
I replaced my usual mechanical keyboard with this TKL model for a few days, and instantly found it to be a joy to use. The low-profile Hall effect switches supply precise, responsive, and buttery smooth typing, with a muted sound that’s great for focusing in-game or for general day-to-day productivity. It’s less ‘clicky’ and snappy than some may like, but the lowkey sound and feel was ideal for me.
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Like a lot of the best gaming keyboards, there’s also 8K polling, alongside 0.125 latency for instant response typing. On top of this, you get important features like Rapid Trigger, adjustable actuation and remappable keys.
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The true highlight, though, is the integrated 4.3-inch touchscreen. This has built-in controls for streamers, providing quick access to OBS and StreamLabs, but also has shortcuts for apps like Spotify and Steam among others. I appreciated how you could use the screen to view PC performance, in-game stats, or set web page bookmarks. You can also use the touchscreen as a numpad, and it feels highly responsive in use.
I also really like the design of the KB7. Its slim aluminum chassis, tactical media control knob, customizable RGB lighting, and generally high standard of build help it to feel worth its relatively high asking price.
There’s no battery option if you want to use the keyboard wirelessly, largely due to the power required to keep the touchscreen going, but those focused on optimized performance will want to go for a wired option anyway. And all things considered, I think the Turtle Beach KB7 is a fantastic gaming keyboard, and one I just might have to continue using for all my PC gaming needs.
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(Image credit: Future)
Turtle Beach Command Series KB7 review: price & availability
$199.99 / £189.99 / AU$349
Released in May 2026
Arrived alongside Turtle Beach’s KB5 keyboard
The Turtle Beach Command Series KB7 was released in May 2026 alongside the Command Series KB5 — a full-sized keyboard with a smaller touchscreen and mechanical switches.
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Unsurprisingly, then the KB7 is pricier than its sibling, and has a list price of $199.99 / £189.99 / AU$349. It goes without saying that it’s undoubtedly a pricey keyboard, but for a TKL with this much tech, it’s not too far from the competition. For instance, the Corsair K70 Pro TKL, which comes without a touchscreen, will typically set you back about $179.99 / £169.99 / AU$239.
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Turtle Beach Command Series KB7 review: specs
Swipe to scroll horizontally
Layout
TKL
Switch
Titan Low-Profile Hall Effect
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Programmable keys
Yes
Dimensions
15.7 x 10.1 x 1.2 inches / 399 x 256 x 31mm (with palm rest)
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RGB or backlighting
Yes (customizable)
(Image credit: Future)
Turtle Beach Command Series KB7 review: design & features
Great standard of build
Touchscreen with streaming controls
Customizable lighting
First things first, I have to say that the build and quality of the KB7 impressed me. It has a slim aluminum chassis, stylish and sleek look, and premium-feeling keycaps. The keyboard also has a modular design, meaning you can add on the Turtle Beach KP7 keypad as well as the included wrist rest.
And I found said wrist rest to be a great addition — it’s comfortable, well-made, and ensured that using the keyboard for extended periods still felt comfortable. The only real downside is that it increases the keyboard’s footprint a fair bit, so you’ll need a decent-sized desk if you’ve also got a PC / laptop hooked up to a couple of monitors like I do. It’s also worth noting that the KB7 has a double kickstand, and this also helped to reduce fatigue after furiously typing for multiple work days in a row.
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The keyboard also features customizable per-key RGB lighting with Turtle Beach’s Swarm II software, accessible via the built-in touchscreen. In my view, the lighting looks great, especially in low-lit conditions. I also really like how there’s an option to create dynamic effects and sync your lighting setup across multiple devices.
(Image credit: Future)
I touched on it a moment ago, but the stand-out feature of the KB7 is the built-in touchscreen. The real highlight here is that the touchscreen features streaming controls. You can easily access OBS and StreamLabs with a single button touch. It’s a useful inclusion, but if you’re not a streamer, there are options for you too. For instance, you can use the touchscreen to set shortcuts for apps like Steam and Spotify, or for websites you frequently visit — you know, like TechRadar.
What’s more, the Swarm II software enables you to personalize aspects like Rapid Trigger and actuation settings or remap keys. You can actually alter the actuation of every key individually, and while I don’t expect most users will need that level of granular control, the sheer degree of customization is undoubtedly impressive.
Finally, there are a few useful buttons, for things like skipping and rewinding media and muting your mic. I also love the tactile control wheel for adjusting volume, although there’s also a dedicated volume mixer available on the touchscreen.
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(Image credit: Future)
Turtle Beach Command Series KB7 review: performance
Fantastic typing experience
Although lighter, more muted feel won’t suit all
Great for gaming or general productivity
I typically use a mechanical Keychron mini keyboard, and so moving over to the KB7 felt like quite the jump.
Why? Well, it comes down to how typing feels on this TKL keyboard. The low-profiled Hall effect keys feel phenomenally smooth and buttery to press down on, and they produce very little noise. The more muted sound and feel was very different from my usual mechanical keyboard — which has more of a clicky, snappy profile. I much preferred the KB7 to my usual keyboard, though, and although the more lowkey sound and feel won’t suit all, I think it’s ideal for focusing while gaming or working.
Speaking of, I found the KB7 to be a great performer, whether I was playing games or just carrying out typical tasks at work. It’s an extremely responsive model too, carrying an 8K polling rate and 0.125ms latency. Those kind of numbers are certainly good enough for competitive gamers, and I found the KB7 offered pin[point precision at all times.
The touchscreen is also well-sized, and using commands feels highly reactive and reliable. The touchscreen can also display PC performance info and show in-game stats (such as ammo and games won, for instance).
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One thing that’s definitely worth flagging, though, is that this keyboard is wired only. The 4.3-inch touchscreen requires quite a bit too much power to run off a battery, so you do lose some of the flexibility that some rivals supply. Having said that, you’ll want to be using your keyboard wired for the best performance and lowest latency anyway, and as a gaming keyboard first and foremost, I don’t consider its wired-only setup to be a major issue.
(Image credit: Future)
Should I buy the Turtle Beach Command Series KB7?
Swipe to scroll horizontally
Attributes
Notes
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Rating
Design & features
Slim, modular design with handy touch-screen and lots of customizability.
Undoubtedly expensive, but stacks up well against rivals.
4/5
Turtle Beach Command Series KB7 review: also consider
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(Image credit: Future)
How I tested the Turtle Beach Command Series KB7
Tested across multiple days
Used for gaming and general productivity
Tested by an experienced tech reviewer
I spent days testing the Turtle Beach Command Series KB7. I replaced my typical Keychron keyboard with this one, using it every day at work for general productivity. But I also used the keyboard when dipping into a few games here and there.
On top of this, I made sure to exhaust the keyboard’s various features and settings and compared it directly against rivals.
More generally, I’ve spent years testing gadgets here at TechRadar, where I serve as a Senior Reviews Writer. I’ve tested all sorts of gear, from premium wireless headphones like the Sony WH-1000XM6 to TVs like the Sky Glass Gen 2.
XGIMI has expanded its Elfin Flip portable projector lineup to four models with the introduction of the Elfin Flip 4K and Elfin Flip Laser, joining the existing Elfin Flip and Elfin Flip Plus. The two additions move the series beyond entry-level LED projection, offering buyers a choice between a 1080p triple-laser projector and a more advanced 4K model.
Both new projectors use RGB triple-laser light engines rated at 1,600 ISO lumens and include a single 7-watt Harman Kardon speaker with Dolby Audio. That represents a substantial step up from the Elfin Flip Plus, which uses an LED light source rated at 500 ISO lumens and relies on two 3-watt speakers. This is considerably more than another model number and a mildly revised shade of beige.
XGIMI has packaged those upgrades inside the familiar book-sized Elfin Flip design, retaining the integrated stand and carry-handle concept that makes the projectors easy to move between rooms and aim at a wall or ceiling. The expanded range now stretches from affordable 1080p streaming to brighter 4K laser projection without requiring owners to drag a black plastic shoebox around the house.
The Elfin Flip 4K sits at the top of the lineup with 4K display resolution via pixel shifting, an RGB triple-laser engine delivering up to 1,600 ISO lumens of brightness, a 20,000:1 dynamic contrast ratio, 110% coverage of the BT.2020 color gamut, and ΔE<1 color accuracy—specifications that rival those of dedicated home theater installations. Its optical zoom and 0.98–1.3:1 throw ratio enable precise screen sizing without requiring users to reposition the projector.
Weighing just 1.55 kg and measuring 9.64 inches wide, it delivers a large-screen viewing experience with zero visual compromise.
The Elfin Flip 4K’s flip-to-start operation and slim profile reinforce its portability: pick it up, place it, and the picture is ready. XGIMI’s Intelligent Screen Adaptation technology handles the rest automatically through Uninterrupted Auto Keystone, Auto Focus, Intelligent Screen Alignment, Intelligent Obstacle Avoidance, Wall Color Adaptation, and Intelligent Eye Protection.
Gaming Support: For the first time in the Elfin series, the Flip 4K supports console-level gaming performance, with input lag as low as 1 ms at 1080p/120 Hz. It also supports VRR and ALLM, along with Black Equalizer, Virtual Crosshair, and a dedicated Gaming Picture Mode.
The Flip Laser
The Elfin Flip Laser sits immediately below the Flip 4K in the lineup. It uses the same RGB triple-laser light engine, carries the same 1,600 ISO-lumen brightness rating, and includes the same Harman Kardon speaker system and smart features.
The primary differences are its 1080p display resolution, lower 10,000:1 dynamic contrast ratio, and lack of the Flip 4K’s advanced gaming features.
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Audio & Smart Features
The Elfin Flip 4K and Elfin Flip Laser each include a 7-watt Harman Kardon speaker with Dolby Audio support, designed to deliver room-filling sound without requiring external audio equipment. Our suggestion: get a soundbar.
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With Google TV, users also have direct access to Netflix, Hulu, Amazon Prime Video, and thousands of additional streaming apps, making the Elfin Flip Series a complete all-in-one home entertainment solution.
Pro Tip: The previously released Elfin Flip Plus and Elfin Flip remain the more affordable entry points in the lineup, but both use LED light sources rather than RGB triple-laser engines. Their speaker systems also offer less power and do not benefit from Harman Kardon tuning. Automatic setup features may vary by model.
XGIMI offers projectors for everything from casual streaming to dedicated home theaters, but the Elfin Flip Series occupies an increasingly popular middle ground: compact lifestyle projectors that can move between rooms without looking like surplus equipment from a high-school audiovisual department. The Elfin Flip 4K is the standout, combining pixel-shifted 4K resolution, an RGB triple-laser light engine, 1,600 ISO lumens, optical zoom, Google TV, automatic setup, and serious gaming support inside a slim, book-sized design for $999. That combination of portability, optical zoom, wide color coverage, and 1080p/120 Hz gaming performance is what makes it genuinely different.
The Elfin Flip 4K is best suited to apartment dwellers, renters, gamers, and families who want a large image in a bedroom, living room, or temporary media space without permanently mounting a projector. The Elfin Flip Laser offers the same 1,600 ISO-lumen brightness and RGB triple-laser color performance for $799, but drops to 1080p, reduces dynamic contrast, and eliminates the 4K model’s optical zoom and advanced gaming features. Unless the Laser is substantially discounted, spending another $200 for the Flip 4K is not a difficult decision.
There are compromises. Neither laser model includes a built-in battery, so “portable” means easy to carry from room to room rather than movie night in the middle of a field without access to an extension cord. HDR support is limited to HDR10 and HLG, with no Dolby Vision, and 1,600 ISO lumens still does not turn either model into a replacement for a television in a brightly illuminated room. The single 7-watt Harman Kardon speaker may be adequate for casual viewing, but claims of room-filling sound should be approached with the same caution normally reserved for airport sushi. Both models support HDMI eARC, so budget for at least a soundbar if dialogue clarity, bass, and convincing movie sound matter.
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The Elfin Flip Plus remains the value option at $379, offering 1080p resolution, Google TV, automatic setup, and 500 ISO lumens. The standard Elfin Flip is also priced at $379 or less, although its lower 400 ISO-lumen output makes the Plus the more sensible purchase whenever the two are selling for the same amount. Casual viewers working with a dark room and tighter budget should start there; buyers seeking the best combination of brightness, resolution, flexibility, and gaming performance should move directly to the Elfin Flip 4K.
XGIMI Elfin Flip 4K
sandbagger writes: Fark.com is ancient in internet terms. It’s not social media. It’s not quite a news site. It’s a holdover from the dot-com era and is invisible to Google, which makes its community great but has necessitated begging. “[W]e won’t survive this year without more TF subscribers,” wrote founder Drew Curtis in a post on Bluesky. “Spread the word.”
For the unfamiliar, Fark is one of the web’s OG community news sites that features a wonderfully weird mix of user-submitted links, absurd headlines, Photoshop contests and comment-section mayhem. It has also been featured numerous times on Slashdot over the decades, from a 2007 review of founder Drew Curtis’ book and a 2010 story about his skepticism of “the wisdom of crowds” to a full Slashdot interview with Curtis in 2015. For longtime readers of both sites, Fark feels like an old neighbor from an earlier, stranger and arguably more fun era of the internet.
In the middle of a diarrhea shitstorm, the Food and Drug Administration and lettuce supplier Taylor Farms appear to be facing off in a passive aggressive battle of technicalities.
On July 17, the California-based company issued a voluntary recall on iceberg lettuce sourced from Central Mexico. The recall came after people across at least five states were sickened with cyclosporiasis, a parasitic infection that causes explosive diarrhea.
The next day, the FDA said that it had detected the parasite in a sample of Taylor Farms lettuce that wasn’t part of the initial recall. The day after that, the company and the FDA said that the result was actually a false positive.
The FDA did not quite agree with that interpretation, however. On July 20, an agency official told reporters that it did not offer the company an “official apology.” Instead, the official said, “mostly we were providing factual information” about how difficult it is to test for and trace the sources of cyclospora outbreaks.
The agency emphasized that the recall—which spans 27 states, and includes certain lettuce sold to Taco Bell and Walmart—still stands. “To clarify, this false-positive lab sample DOES NOT change the basis for FDA’s ongoing outbreak investigation or the overwhelming epidemiological data supporting the current voluntary recall by Taylor Farms,” it posted on X.
In its July 19 post, Taylor Farms also wrote that the FDA “has not identified a single positive product test result for Cyclospora.” While true, this elides the difficulties involved in accurately testing for the parasite.
Many foodborne illness investigators determine the source of outbreaks without ever testing products. Instead, investigators use epidemiological evidence, such as interviewing people who have tested positive, to determine commonalities.
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Taylor Farms has reportedly taken issue with how the FDA and CDC has conducted their weeks-long investigation into the source of the outbreak. A spokesperson told The New York Times that, last week, the company met with White House and FDA officials to discuss what it called “shortfalls” in the government organizations’ response processes. The Times reported that Taylor Farms executives attempted to cast doubt on the FDA and the Centers for Disease Control and Prevention’s conclusions in the meeting, which took place on July 16, the day before Taylor Farms issued its recall.
Taylor Farms did not respond to WIRED’s requests for comment.
Since May, thousands of people have been sickened with cyclosporasis, as health officials have struggled to pinpoint the source of the outbreak. Authorities in Michigan say that they have counted 6,148 cases in that state alone, though experts previously told WIRED that the number of cases nationwide is likely higher than what’s been reported.
Apple is moving on with its developer beta program, with new fourth builds of iOS 27, macOS 27, tvOS 27, watchOS 27, visionOS 27, and iPadOS 27 now undergoing testing.
The fourth round is here, and participants in Apple’s developer program can download the new builds to their devices right now.
The third developer builds arrived on July 6, while the second occurred on June 22 for most of the operating systems. The watchOS 27 counterparts landed later, on June 23 and June 25.
visionOS 27 beta 4 is 24M5326g, replacing 24M5316k
The initial changes included tweaks to Liquid Glass, the long-awaited overhaul of Siri, child-protective features, and many other smaller changes.
The second iOS 27 developer beta included an update to Apple TV in the Home app, showing it like a connected HomePod or HomePod mini. The Apple Wallet also added a new insights option, albeit in a non-functional fashion.
The third included some visual tweaks, with more customization options added for Siri AI on newer iPhone models.
At your own risk
While AppleInsider regularly warns readers that people trying out beta software should do so on secondary, spare hardware instead of their mission-critical or daily driver devices, it’s something that actually matters more this time around.
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It’s because Apple’s early developer betas are for an operating system that is still under active development. There’s a higher chance of buggy, broken, and potentially harmful elements being distributed.
The initial builds are also intended to help developers learn about the operating system changes before the final public release later in 2026. It’s not meant to be used by consumers.
Unless you have a vested interest in using them, such as app development, don’t install the early developer betas.
Instead, members of the public should seek out the public betas, when they become available.
Apparently, being a leading destination for AI development doesn’t mean AI will bail you out. AI agents broke into Hugging Face’s production infrastructure, but commercial LLM guardrails blocked the forensic investigation, forcing it to turn to a Chinese open-weight model instead.
The intrusion, “driven, end to end, by an autonomous AI agent system,” compromised a “limited set” of Hugging Face’s internal datasets and “several” credentials used by its services, according to a Thursday security incident disclosure.
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While the ML platform says that it’s still investigating whether any partner or customer data was exposed in the breach, there’s “no evidence of tampering with public, user-facing models, datasets, or Spaces, and our software supply chain (container images and published packages) was verified clean.”
It also doesn’t know which model the attackers used to power a swarm of AI agents, which, we’re told, executed many thousands of individual actions across short-lived sandboxes, using self-migrating command-and-control staged on public services.
“This matches the ‘agentic attacker’ scenario the industry has been forecasting,” according to the Hugging Face blog.
Additionally, after unsuccessfully using unnamed frontier models to start the forensic analysis, the Hugging Face security team ultimately ran the log analysis on GLM 5.2, an open-weight model developed by Chinese AI firm Z.ai, on the platform’s own infrastructure.
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The advanced commercial models didn’t work because their analysis required submitting real attack commands, exploit payloads, and command-and-control artifacts – all of the things that the LLMs’ guardrails have been trained to block so that the AI systems can’t be used in real-life attacks.
“The attacker was bound by no usage policy, while our own forensic work was blocked by the guardrails of the hosted models we first tried,” the security team wrote, noting that it’s not arguing against safety measures on hosted models and has shared this information with the LLM providers.
Using GLM 5.2 had another benefit, Hugging Face noted: “No attacker data, and none of the credentials it referenced, left our environment.”
This also serves as an important reminder to defenders, according to the AI platform. “Have a capable model you can run on your own infrastructure vetted and ready before an incident, both to avoid guardrail lockout and to keep attacker data and credentials from leaving your environment.”
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Think of a burglar that never gets tired, never needs sleep, and instead of jiggling one door handle at a time, is trying a thousand of them simultaneously
The Hugging Face intrusion is yet another indication that attacks carried out by autonomous AI agents are no longer a future threat, but rather the current state of AI-based intrusions.
Last week, The Register spoke with TrendAI VP of AI and security threat research Tom Kellermann about another recent attack, during which a jailbroken Google Gemini did 90 percent of the work – including spinning up a new C2 server in just six minutes. The human did just 10 percent.
Additionally, earlier in July, Sysdig threat hunters documented what they say is the first-ever documented agentic ransomware infection with an LLM – not a human – driving the entire extortion operation, from gaining initial access to compromising a production database server and destroying data.
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“Think of a burglar that never gets tired, never needs sleep, and instead of jiggling one door handle at a time, is trying a thousand of them simultaneously,” Zero Networks field CTO Chris Boehm said in an email to The Register about the Hugging Face intrusion.
“That’s basically what happened here. Not one guy typing commands into a terminal, a swarm of little automated processes hammering away nonstop, hopping between hiding spots to make it harder to trace,” Boehm said.
He added, the “part that actually unsettles” him most is that the platform’s security team couldn’t get commercial AI tools to help analyze the attack, “because those tools were built to refuse anything that looked like a real attack command. It didn’t matter that it was the good guys asking.”
Boehm said the takeaway for security teams is twofold: “These agents can now move faster and more relentlessly than any human ever could, and the safety tools we’re building aren’t always ready to help us respond at that speed.”®
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